Hussein Lezzaik (HusseinLezzaik)

HusseinLezzaik

Geek Repo

Company:@OpenMined

Location:Ottawa, CA

Home Page:https://husseinlezzaik.github.io/

Twitter:@HusseinLezzaik

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Hussein Lezzaik's starred repositories

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

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crystal

The Crystal Programming Language

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StreamDiffusion

StreamDiffusion: A Pipeline-Level Solution for Real-Time Interactive Generation

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cv

Print-friendly, minimalist CV page

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TensorRT-LLM

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

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mlx-examples

Examples in the MLX framework

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Awesome-LLM-Robotics

A comprehensive list of papers using large language/multi-modal models for Robotics/RL, including papers, codes, and related websites

mamba-minimal

Simple, minimal implementation of the Mamba SSM in one file of PyTorch.

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gptq

Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".

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S-LoRA

S-LoRA: Serving Thousands of Concurrent LoRA Adapters

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maxtext

A simple, performant and scalable Jax LLM!

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Pytorch-Project-Template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

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QuIP

Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"

GenRead

Code and Checkpoints for "Generate rather than Retrieve: Large Language Models are Strong Context Generators" in ICLR 2023.

gigaGPT

a small code base for training large models

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depRL

Repository for our ICLR 2023 paper: DEP-RL: Embodied Exploration for Reinforcement Learning in Overactuated and Musculoskeletal Systems

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ao

torchao: PyTorch Architecture Optimization (AO). A repository to host AO techniques and performant kernels that work with PyTorch.

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zoology

Understand and test language model architectures on synthetic tasks.

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LLM-Benchmark-Logs

Just a bunch of benchmark logs for different LLMs

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mixtral-inference

inference code for mixtral-8x7b-32kseqlen

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nanoGPT_mlx

Port of Andrej Karpathy's nanoGPT to Apple MLX framework.

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taylor-series-linear-attention

Explorations into the recently proposed Taylor Series Linear Attention

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Together-API-Basics

Some information for working with the Together inference API for Open Source AI models

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